Steven P. Sanderson II, MPH's Avatar

Steven P. Sanderson II, MPH

@spsanderson.com.bsky.social

New Book: https://packt.link/oTyZJ Site: https://www.spsanderson.com Blog: https://www.spsanderson.com/steveondata R - install.packages("healthyverse") opinions are mine Advisor to DoTadda https://github.com/spsanderson

767 Followers  |  322 Following  |  708 Posts  |  Joined: 29.10.2024  |  2.1882

Latest posts by spsanderson.com on Bluesky

Thank god glorious leader got this

08.08.2025 12:37 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Need code coloring in Rmd files in Positron

Need code coloring in Rmd files in Positron

In #Positron does anyone know how to get code coloring to work? Mine shows up white when in source and I don't like it.

#Positron #Rmd #CodeColor

08.08.2025 12:29 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
Small Language Models are the Future of Agentic AI

I for one think that this paper has the right context, namely that LLM culture would benefit from SLM and treat LLM's as micro-services.

arxiv: arxiv.org/html/2506.02...

06.08.2025 16:07 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Today is my annual reminder that read_csv() is vectorized and you can just pass a vector of file paths and it will read and append the datasets.

No need to use map or for loops to read in multiple files.

#rstats

06.08.2025 11:05 β€” πŸ‘ 83    πŸ” 18    πŸ’¬ 3    πŸ“Œ 2
Today's #Python article is on Debugging. I'm learning as I write so, have a heart :)

Post: https://www.spsanderson.com/steveondata/posts/2025-08-06/

#Python #Debugging #Blog #Technology #Learning

Today's #Python article is on Debugging. I'm learning as I write so, have a heart :) Post: https://www.spsanderson.com/steveondata/posts/2025-08-06/ #Python #Debugging #Blog #Technology #Learning

Today's #Python article is on Debugging. I'm learning as I write so, have a heart :)

Post: www.spsanderson.com/steveondata/...

#Python #Debugging #Blog #Technology #Learning

06.08.2025 11:57 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

Here is a sample of our agenda: Join us.

04.08.2025 18:51 β€” πŸ‘ 20    πŸ” 7    πŸ’¬ 4    πŸ“Œ 1

It’s highly effective

04.08.2025 23:00 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Anne Applebaum: 'The West doesn't understand the extremism of Putinism' | DW News
YouTube video by DW News Anne Applebaum: 'The West doesn't understand the extremism of Putinism' | DW News

At about 15:00. The goal is to promote cynicism, nihilism, apathy, dislike of the establishment.

www.youtube.com/watch?v=jm_R...

04.08.2025 22:42 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

We live in a dictatorship now end of line

04.08.2025 22:19 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Current administration doesn’t want there to be a reliance on the BLS or them having any credibility whatsoever. The current administration wants predominantly most of the existing departments to be rendered ineffective, neutered or untrustworthy.

04.08.2025 22:18 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Using ChatGPT as a Code Tutor: A One-Hour Learning Experiment – Nic Crane

Forget code generation - use ChatGPT as an intelligent tutor to learn skills that persist. I based this experiment on academic research about learning. It was super fun, & I was genuinely surprised by how effective it was.

πŸ”— Write-up here: niccrane.com/posts/llms_f...

#rstats #llms #ai #chatgpt

04.08.2025 17:10 β€” πŸ‘ 40    πŸ” 10    πŸ’¬ 1    πŸ“Œ 0
Preview
typ.ing A clean and simple typing trainer that cares about how you feel. Type to find out.

πŸ† Today’s typ.ing:
🌟 Speed: 95wpm
🎯 Accuracy: 99.59%
πŸ“ Training Set: English, most common 100 words
πŸ”’ Capitalization: ❌ Numbers: ❌ Punctuation: ❌
✍️ Lifetime Characters: 3474

04.08.2025 15:35 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

I think the rendering engine got confused, the editor was fine, but when the .qmd was rendered that extra line was added.

04.08.2025 15:32 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
MSN

Says the guy that was just approved insane compensation:

www.msn.com/en-us/money/...

04.08.2025 15:31 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Relic not in code file.

Relic not in code file.

Must be some weird relic because it's not in my code file:

04.08.2025 14:55 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

yes!! I forget about that one all the time.

04.08.2025 14:51 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Maybe s nice way will come to positron

04.08.2025 13:50 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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How to Retrieve Row Numbers in R: Complete Guide with Base R, dplyr, and data.table Examples – Steve’s Data Tips and Tricks Learn how to get row numbers in R with clear examples in base R, dplyr, and data.table for efficient data manipulation and grouping.

Today's post is on finding row numbers of a data.frame in #R

Post: www.spsanderson.com/steveondata/...

#RStats #R #Blog #Code

04.08.2025 12:10 β€” πŸ‘ 6    πŸ” 2    πŸ’¬ 3    πŸ“Œ 0

I need to build the package i created and maintain often

04.08.2025 01:25 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

How do you build r packages in it? And document? I like the buttons to do it in rstudio

03.08.2025 23:38 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Yes!!!! I forgot about this one

03.08.2025 23:36 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

They won’t do anything, too many are in the power train and not enough is harming across the aisle either

03.08.2025 23:35 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I’ll reread it tonight

03.08.2025 23:34 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Video thumbnail

tlang is coming at some point, going to take a bit but my mind has been piqued.

#TLang

03.08.2025 12:44 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

The goal really is to provide a high level language that reuse as much as possible what is out there, and only the best parts. Arrow, tidyverse, gramar of graphics, Nix for pkg management....

02.08.2025 17:48 β€” πŸ‘ 5    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

The firings will continue until the numbers improve

General statistics patton

02.08.2025 14:57 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
screenshot of the Wikipedia entry for the Nixon Jew count, which reads as follows:

The "Nixon Jew count" of July 1971 is the name given to then-President of the United States Richard Nixon's attempts to demote and remove Jews from the Bureau of Labor Statistics (BLS).

screenshot of the Wikipedia entry for the Nixon Jew count, which reads as follows: The "Nixon Jew count" of July 1971 is the name given to then-President of the United States Richard Nixon's attempts to demote and remove Jews from the Bureau of Labor Statistics (BLS).

54 years ago...

02.08.2025 14:52 β€” πŸ‘ 7    πŸ” 4    πŸ’¬ 1    πŸ“Œ 2
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GitHub - alejandrohagan/fpaR: Collection of functions for common business intelligence related analysis Collection of functions for common business intelligence related analysis - alejandrohagan/fpaR

two weeks away from going back to my side #rstats project

github.com/alejandrohag...

02.08.2025 13:03 β€” πŸ‘ 5    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0

I forgot CRAN is on vacation until mid august…submit again then.

02.08.2025 12:06 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

It seems to me that there is a common denominator in all the problems and its #DonaldTrump our glorious 1984 #Dictator in a sweet hue of orange.

02.08.2025 11:47 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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